Evaluation of breathing dynamics using the correlation of acoustic and ECG signals

作者: Klaudia Czopek

DOI:

关键词: Respiratory signalEcg signalSleep (system call)Heart activitySpeech recognitionElectrocardiographyHeart rate variabilityBreathingMedicineCorrelation

摘要: This research was aimed at finding a correlation between acoustic signals and heart activity parameters representing sleep disorders. The measurement of breathing through simultaneously acquired ECG is used to quantify the respiratory obstruction during sleep. It believed that dynamic characteristics this noninvasive technique allows for an inexpensive accurate analysis these events. recordings from number subjects were collect electrocardiogram-derived (EDR) rate variability (HRV) information. signal calculated using two methods: EDR. Comparison results indicates both methods are equivalent in assessment information collected by simultaneous effects partially overlapping, giving opportunity improve accuracy complementing, allowing extension aspect. Proposed data collection scheme more convenient can be performed ambulatory conditions.

参考文章(7)
Magdalena Smoleń, Klaudia Czopek, Piotr Augustyniak, Sleep Evaluation Device for Home-Care Advances in Intelligent and Soft Computing. pp. 367- 378 ,(2010) , 10.1007/978-3-642-13105-9_37
Klaudia Czopek, Snoring as a sign of abnormality Bio-Algorithms and Med-Systems. ,vol. 7, pp. 37- 42 ,(2011)
Abdulnasir Yildiz, Mehmet Akın, Mustafa Poyraz, An expert system for automated recognition of patients with obstructive sleep apnea using electrocardiogram recordings Expert Systems With Applications. ,vol. 38, pp. 12880- 12890 ,(2011) , 10.1016/J.ESWA.2011.04.080
P Augustyniak, M Smolen, K Czopek, Non-invasive sensors based human state in nightlong sleep analysis for home-care Computing in Cardiology. pp. 45- 48 ,(2010)
P. Langley, E.J. Bowers, A. Murray, Principal Component Analysis as a Tool for Analyzing Beat-to-Beat Changes in ECG Features: Application to ECG-Derived Respiration IEEE Transactions on Biomedical Engineering. ,vol. 57, pp. 821- 829 ,(2010) , 10.1109/TBME.2009.2018297
Hisham Alshaer, Geoffrey R. Fernie, T. Douglas Bradley, Phase tracking of the breathing cycle in sleeping subjects by frequency analysis of acoustic data International Journal of Healthcare Technology and Management. ,vol. 11, pp. 163- 175 ,(2010) , 10.1504/IJHTM.2010.034087